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Advanced Mode: AI-Driven Adaptive Optimization Engine
This module provides advanced AI-driven optimization capabilities that learn from runtime characteristics and automatically adapt optimization strategies for maximum performance in scientific computing workloads.
Structs§
- AIOptimization
Engine - AI-driven optimization engine that learns optimal strategies
- Accuracy
Metrics - Adaptive
Hyperparameter Tuner - Advanced
Optimization Config - Configuration for advanced optimization
- CpuCharacteristics
- CPU characteristics
- Execution
Context - Execution context for optimization decisions
- Execution
Context Analyzer - Feature
Normalizer - Learning
History - Multi
Objective Optimizer - Neural
Layer - Neural network layer
- Neural
Performance Predictor - Neural network for performance prediction
- Optimization
Analytics - Optimization analytics
- Optimization
Settings - Performance
Profile - Performance
Target - Performance target for prediction
- Real
Time Metrics Collector - Strategy
Classifier - System
Load - System load information
- Training
Example - Training example for neural network
Enums§
- Accelerator
Type - Available accelerator types
- Activation
Function - Activation functions for neural network
- Optimization
Error - Optimization error types
- Simd
Instruction Set - Workload
Type